An overview of data related to weight loss through fitness tracking,
with a focus on monitoring key performance indicators.
Using a linear model, forecast the anticipated duration for reaching a
desired value by analyzing data from the preceding five weeks, for the
Fat percentage and Body Mass graphs.
| date | BodyMass | LeanMass | FatMass | d_BM | d_LM | d_FM | perc | |
|---|---|---|---|---|---|---|---|---|
| 2023-06-05 | 73.22 | 60.54 | 12.69 | -0.56 | -0.25 | -0.30 | -53.99 | |
| 2023-05-29 | 73.78 | 60.79 | 12.98 | 0.00 | 0.06 | -0.07 | -988.44 | |
| 2023-05-22 | 73.79 | 60.73 | 13.05 | -0.36 | -0.17 | -0.20 | -55.77 | |
| 2023-05-15 | 74.15 | 60.90 | 13.25 | -0.94 | -0.38 | -0.55 | -58.59 | |
| 2023-05-08 | 75.08 | 61.28 | 13.80 | 0.16 | 0.05 | 0.11 | 68.48 | |
| 2023-05-01 | 74.92 | 61.23 | 13.69 | 0.52 | 0.19 | 0.31 | 60.93 | |
| 2023-04-24 | 74.40 | 61.03 | 13.38 | 0.37 | 0.26 | 0.11 | 30.98 | |
| 2023-04-17 | 74.03 | 60.77 | 13.26 | 0.08 | 0.04 | 0.05 | 56.16 | |
| 2023-04-10 | 73.95 | 60.73 | 13.21 | -0.40 | -0.20 | -0.21 | -51.45 | |
| 2023-04-03 | 74.35 | 60.93 | 13.42 | 0.28 | 0.11 | 0.18 | 63.53 | |
| 2023-03-27 | 74.07 | 60.82 | 13.24 | 0.48 | 0.20 | 0.28 | 58.57 | |
| 2023-03-20 | 73.58 | 60.63 | 12.96 | -0.34 | -0.24 | -0.10 | -29.79 | |
| 2023-03-13 | 73.92 | 60.87 | 13.06 | -0.51 | -0.07 | -0.45 | -87.27 | |
| 2023-03-06 | 74.43 | 60.94 | 13.51 | -0.11 | -0.07 | -0.04 | -36.96 | |
| 2023-02-27 | 74.54 | 61.00 | 13.55 | 0.03 | 0.05 | 0.00 | 4.31 | |
| 2023-02-20 | 74.51 | 60.96 | 13.55 | -0.09 | -0.02 | -0.07 | -84.03 | |
| 2023-02-13 | 74.60 | 60.97 | 13.62 | 0.48 | 0.14 | 0.34 | 70.21 | |
| 2023-02-06 | 74.12 | 60.83 | 13.28 | -1.02 | -0.33 | -0.71 | -68.97 | |
| 2023-01-30 | 75.14 | 61.15 | 13.99 | -0.51 | -0.17 | -0.34 | -66.78 | |
| 2023-01-23 | 75.65 | 61.33 | 14.33 | -0.36 | -0.13 | -0.22 | -63.45 | |
| 2023-01-16 | 76.01 | 61.45 | 14.56 | -0.49 | -0.18 | -0.31 | -63.92 | |
| 2023-01-09 | 76.50 | 61.63 | 14.87 | -0.20 | -0.11 | -0.10 | -50.16 | |
| 2023-01-02 | 76.70 | 61.73 | 14.97 | 0.32 | 0.05 | 0.28 | 85.96 | |
| 2022-12-26 | 76.38 | 61.68 | 14.70 | -0.52 | -0.12 | -0.38 | -73.82 | |
| 2022-12-19 | 76.90 | 61.81 | 15.07 | 0.53 | 0.21 | 0.29 | 57.12 | |
| 2022-12-12 | 76.38 | 61.60 | 14.78 | 0.06 | -0.02 | 0.08 | 135.68 | |
| 2022-12-05 | 76.32 | 61.62 | 14.70 | -0.30 | -0.06 | -0.25 | -82.62 | |
| 2022-11-28 | 76.61 | 61.68 | 14.95 | -0.27 | -0.11 | -0.15 | -57.09 | |
| 2022-11-21 | 76.89 | 61.79 | 15.10 | -0.31 | -0.09 | -0.22 | -69.99 | |
| 2022-11-14 | 77.20 | 61.88 | 15.32 | -0.24 | -0.02 | -1.21 | -164.86 | |
| 2022-11-07 | 77.44 | 61.90 | 16.53 | -0.96 | -0.60 | -1.13 | -84.12 | |
| 2022-10-31 | 78.39 | 62.50 | 17.66 | -0.28 | 0.07 | 1.41 | -234.55 | |
| 2022-10-24 | 78.67 | 62.43 | 16.25 | -0.54 | -0.19 | -0.35 | -65.82 | |
| 2022-10-17 | 79.21 | 62.61 | 16.61 | -0.71 | -0.29 | -0.41 | -58.06 | |
| 2022-10-10 | 79.92 | 62.91 | 17.02 | -0.18 | -0.04 | -0.15 | -78.65 | |
| 2022-10-03 | 80.10 | 62.95 | 17.16 | -0.18 | -0.05 | -0.11 | -64.65 | |
| 2022-09-26 | 80.28 | 63.00 | 17.27 | -0.15 | -0.09 | -0.09 | -56.13 | |
| 2022-09-19 | 80.42 | 63.09 | 17.36 | -0.28 | -0.06 | -0.15 | -61.57 | |
| 2022-09-12 | 80.70 | 63.15 | 17.51 | -0.37 | -0.18 | -0.22 | -57.46 | |
| 2022-09-05 | 81.07 | 63.33 | 17.73 | -0.61 | -0.24 | -0.37 | -60.28 | |
| 2022-08-29 | 81.68 | 63.57 | 18.10 | -0.02 | 0.04 | -0.05 | -297.08 | |
| 2022-08-22 | 81.70 | 63.53 | 18.15 | -0.47 | -0.23 | -0.23 | -48.86 | |
| 2022-08-15 | 82.17 | 63.77 | 18.38 | 0.57 | 0.32 | 0.57 | 78.72 | |
| 2022-08-08 | 81.60 | 63.45 | 17.80 | 0.00 | 0.00 | 0.00 | NaN |